Sebastian Nae

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Instance Segmentation

Instance Image Dataset

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2024-05-23 9:08am

Generated on May 23, 2024
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871 Total Images

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Dataset Split

Train Set 96%
840Images
Valid Set 2%
16Images
Test Set 2%
15Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Cutout: 3 boxes with 10% size each